Fold 4 - Understanding why coefficient -5173556 was selected
Tag: BIKES
Selected Coefficient: -5173556
Taxonomy Path: -0.82.3.9
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -5173556 | 1.000000 | -0.82.3.9 | -9.3.82.0 (-(9*83^3 + 3*83^2 + 82*83)) | Yes | |
| 518611055 | 1.000000 | 80.2.0.77.10 | 10.77.0.2.80 (10*83^4 + 77*83^3 + 2*83 + 80) | No |
These are the training products that have the "BIKES" tag (processing sequence 4970). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 15735 | ZOULOU KULULA Randoneur GRX 2x11 | 518611055 | ZOULOU | 523784611 | none | ||
| 16041 | ZOULOU PEKANA Gravel GRX 1x11 eloxiert coffee | -5173556 | ZOULOU | 0 | none |